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  • Grenoble-INP ENSIMAG
  • Grenoble, France
  • 21:56 (UTC +02:00)
  • LinkedIn in/aya-taki

Achievements

Achievement: Pull Sharkx2

Achievements

Achievement: Pull Sharkx2

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Ayataaki/README.md

Hi there, I'm Aya Taki

An enthusiastic Software & Data Engineer passionate about building scalable backends, full-stack web/mobile architectures, and intelligent data systems.

What I Do & Build

  • Full-Stack & Mobile Development: Designing robust, maintainable REST APIs and responsive user interfaces.
  • Data Engineering & AI Systems: Building end-to-end data pipelines, predictive models, and database architectures.
  • DevOps & Cloud-Native Tooling: Automating deployment pipelines, containerizing applications, and implementing observability.
  • Operations Research & Optimization: Modeling combinatorial optimization problems and automated planning algorithms.

Tech Stack & Tools

Languages
Languages

Backend & Frameworks
Frameworks

Data Science, AI & Machine Learning
Data & AI

Databases & Storage
Databases

DevOps, CI/CD & Cloud
DevOps

Development Tools & IDEs
Tools

GitHub Stats & Overview

Connect with Me

LinkedIn Email

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  1. aiops-cluster-forecast aiops-cluster-forecast Public

    Proactive Kubernetes auto-scaling via time-series CPU load forecasting (XGBoost, Informer, N-BEATS) on Google Cluster Traces v3. Includes FastAPI & Grafana monitoring.

    Python

  2. cars-project cars-project Public

    MiolaCar is a full-stack web application for car inventory management, featuring JWT-based authentication with two roles — sellers who manage listings and clients who browse and reserve vehicles — …

    JavaScript

  3. rss-rag rss-rag Public

    Real-time RAG pipeline for Moroccan news — RSS feeds ingested via Kafka, stored in PostgreSQL + pgvector (HNSW index), vectorized with multilingual-e5-small, and queried through a FastAPI RAG servi…

    Python

  4. ocr-django ocr-django Public

    Electronic Document Management System (EDMS) built with Django & PostgreSQL. Features dynamic client/dossier hierarchy, role-based access control, and OCR pipeline integration.

    HTML

  5. observability-health-system observability-health-system Public

    Forked from HajarBraidi/Devops-hapi-fhir-jpaserver

    Experimental study on DevOps observability (Loki, Prometheus, Tempo, Grafana) and its impact on MTTD/MTTR incident detection using a HAPI FHIR healthcare server.

    Java

  6. forest-fire-detection forest-fire-detection Public

    Wildfire detection and risk prediction pipeline using EfficientNet-B2 (99.3% accuracy) on satellite imagery alongside XGBoost & classical ML models on NASA FIRMS tabular data. Deployed on Streamlit.

    Python